Benchmarks · updated July 2026

AI services cost benchmarks

20 benchmark pages, zero invented statistics. Every number here is computed from the same pricing engine that powers the cost guides — tier ranges synthesized from published market pricing, metro modifiers, and a bounded monthly drift — so the benchmarks and the guides can never disagree. Ladders, floors, ceilings, and metro spreads; each page ships its tables as a machine-readable Dataset and ends in the cost guide it summarizes.

Service benchmarks

One page per service: SMB sweet spot, DIY floor, the full tier table, and the spread across 15 metros.

Cross-service indexes

The six services side by side: price ladder, DIY floors, enterprise ceilings, billing mix, and the metro modifier index.

Metro benchmarks

The nine highest-premium metros: all six services priced locally against the national baseline.

The guides behind the numbers

Methodology: ranges are synthesized from published 2026 market pricing across vendors, agencies, and platforms, reviewed and refreshed monthly (last refresh: July 2026). Metro figures apply a cost-of-doing-business index (built from 2026 local cost-of-living and labor data) that we scale per price tier: self-serve tools are priced nationally and barely move between cities, while managed and enterprise work — which is delivered by local labor — carries the full local premium. That is why the same city shifts a done-for-you retainer far more than a DIY subscription. Prices are in USD and describe typical market rates, not quotes; a real quote for your business takes minutes through a verified provider on the hashtag.org network.